Marc Bravin

ORCID: 0000-0001-5806-9172
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About
Contact & Profiles
Research Areas
  • Wine Industry and Tourism
  • Tactile and Sensory Interactions
  • Topic Modeling
  • Fermentation and Sensory Analysis
  • Digital Marketing and Social Media
  • Horticultural and Viticultural Research
  • Hand Gesture Recognition Systems
  • Human Pose and Action Recognition
  • FinTech, Crowdfunding, Digital Finance
  • Natural Language Processing Techniques
  • Speech and dialogue systems

Lucerne University of Applied Sciences and Arts
2020-2022

Notices to airmen (NOTAMs) are text messages targeted pilots make them aware of short term events and obstacles. Typical examples military actions in airspaces or closed runways. NOTAMs written a strongly compressed format vocabulary, making the information hard access for non-trained readers. Smart NOTAM is commercial service offered by Skyguide that filters irrelevant specific route period. Additionally, it converts into standardized phraseology removes information. Having thousands...

10.1109/sds49233.2020.00018 article EN 2020-06-01

Projector-depth systems (PDS) have the potential to transform any horizontal area into a touchable surface. However, robust touch detection in such is difficult achieve due measurement noise. We propose machine learning based approach for minimal hand pose estimation that relies solely on depth information. Our model enables localization of fingertips surface, which can then be used detection. This improves robustness by considerably minimizing margin noise-based errors. Compared previous...

10.1109/sds54800.2022.00019 article EN 2022-06-01

The art of brewing beer has a long tradition that dates back to the very dawn civilization. While process been automated great extent, creation new recipes remains result creativity and human expertise with only minor support from software validate chemical constraints. We collected dataset 157,000 publicly available all over world created transformer-based model creative in by suggesting recipe templates. As proof concept, we crafted IPA "Deeper" along generated our model. Over 100...

10.1109/sds51136.2021.00017 article EN 2021-06-01
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